Metadata-Version: 2.4
Name: elementary-data
Version: 0.23.0
Summary: Data monitoring and lineage
License: Apache-2.0
License-File: LICENSE
Keywords: data,lineage,data lineage,data warehouse,DWH,observability,data monitoring,data observability,Snowflake,BigQuery,Redshift,data reliability,analytics engineering
Author: Elementary
Requires-Python: >=3.10,<3.14
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Software Development :: Libraries
Provides-Extra: all
Provides-Extra: athena
Provides-Extra: bigquery
Provides-Extra: clickhouse
Provides-Extra: databricks
Provides-Extra: dremio
Provides-Extra: duckdb
Provides-Extra: fabric
Provides-Extra: fabricspark
Provides-Extra: postgres
Provides-Extra: redshift
Provides-Extra: snowflake
Provides-Extra: spark
Provides-Extra: sqlserver
Provides-Extra: trino
Provides-Extra: vertica
Requires-Dist: alive-progress (<=2.3.1)
Requires-Dist: azure-storage-blob (>=12.11.0)
Requires-Dist: beautifulsoup4 (<5.0.0)
Requires-Dist: boto3 (<2.0.0)
Requires-Dist: click (>=7.0,<9.0)
Requires-Dist: dbt-athena-community (>=1.6.3,<2.0.0) ; extra == "athena" or extra == "all"
Requires-Dist: dbt-bigquery (>=0.20,<2.0.0) ; extra == "bigquery" or extra == "all"
Requires-Dist: dbt-clickhouse (>=0.20,<2.0.0) ; extra == "clickhouse" or extra == "all"
Requires-Dist: dbt-core (>=0.20,<2.0.0)
Requires-Dist: dbt-databricks (>=0.20,<2.0.0) ; extra == "databricks" or extra == "all"
Requires-Dist: dbt-dremio (>=1.5.0,<2.0.0) ; extra == "dremio" or extra == "all"
Requires-Dist: dbt-duckdb (>=1.5.0,<2.0.0) ; extra == "duckdb" or extra == "all"
Requires-Dist: dbt-fabric (>=1.4,<2.0.0) ; extra == "fabric" or extra == "all"
Requires-Dist: dbt-fabricspark (>=1.4,<2.0.0) ; extra == "fabricspark" or extra == "all"
Requires-Dist: dbt-postgres (>=0.20,<2.0.0) ; extra == "postgres" or extra == "all"
Requires-Dist: dbt-redshift (>=0.20,<2.0.0) ; extra == "redshift" or extra == "all"
Requires-Dist: dbt-snowflake (>=0.20,<2.0.0) ; extra == "snowflake" or extra == "all"
Requires-Dist: dbt-spark (>=0.20,<2.0.0) ; extra == "spark" or extra == "all"
Requires-Dist: dbt-sqlserver (>=1.4,<2.0.0) ; extra == "sqlserver" or extra == "all"
Requires-Dist: dbt-trino (>=1.5.0,<2.0.0) ; extra == "trino" or extra == "all"
Requires-Dist: dbt-vertica (>=1.7,<2.0.0) ; extra == "vertica" or extra == "all"
Requires-Dist: google-cloud-storage (>=2.4,<3.2)
Requires-Dist: networkx (>=2.3,<3)
Requires-Dist: packaging (>=20.9)
Requires-Dist: posthog (<3.0.0)
Requires-Dist: pydantic (<3.0)
Requires-Dist: pymsteams (>=0.2.2,<1.0.0)
Requires-Dist: pytz (>=2025.1)
Requires-Dist: ratelimit
Requires-Dist: requests (>=2.28.1,<3.0.0)
Requires-Dist: ruamel.yaml (<1.0.0)
Requires-Dist: slack-sdk (>=3.20.1,<4.0.0)
Requires-Dist: tabulate (>=0.9.0)
Requires-Dist: tenacity (>=8.0,<10.0)
Project-URL: Documentation, https://docs.elementary-data.com
Project-URL: Homepage, https://www.elementary-data.com
Project-URL: Repository, https://github.com/elementary-data/elementary
Description-Content-Type: text/markdown

<p align="center">
<img alt="Logo" src="https://res.cloudinary.com/do5hrgokq/image/upload/v1764493013/github_banner_zp5l2o.png" width="1000">
</p>
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</p>

<h2 align="center">
Elementary OSS: dbt-native data observability
</h2>

<div align="center">

[Docs »](https://docs.elementary-data.com/) | [Join the Elementary Community »](https://www.elementary-data.com/community)

</div>
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  ⭐️ Star the repo <a href="https://github.com/elementary-data/elementary/stargazers"><img src="static/star_github.png" width="45"/></a> 
</div>
</br>

**Built by the [Elementary](https://www.elementary-data.com) team, helping you deliver trusted data in the AI era.**

Elementary OSS is the open-source CLI for dbt-native data observability. It works with the [Elementary dbt package](https://github.com/elementary-data/dbt-data-reliability) to generate the basic Elementary observability report and send alerts to Slack and Microsoft Teams.

For teams that need data reliability at scale, we offer **[Elementary Cloud](https://www.elementary-data.com/)**, a full Data & AI Control Plane with automated ML monitoring, column-level lineage from source to BI, a built-in catalog, and AI agents that scale reliability workflows for both engineers and business users.

![Demo](static/newreadmedemo.gif)

## How It Works

Elementary OSS connects to your warehouse and reads the metadata, artifacts, and test results collected by the Elementary dbt package.  
With this information, it can:

- Generate a data observability report
- Surface anomalies and failed tests
- Send alerts to Slack and Teams
- Track model and test performance trends

## Quickstart

Follow the quickstart guide to install and configure the Elementary dbt package and CLI:

👉 https://docs.elementary-data.com/oss/quickstart

## Features

- **Anomaly detection tests** - Collect data quality metrics and detect anomalies, as native dbt tests.
- **Automated monitors** - Out-of-the-box cloud monitors to detect freshness, volume and schema issues.
- **End-to-End Data Lineage** - Enriched with the latest test results, for impact and root cause analysis of data issues. Elementary Cloud offers **Column-Level-Lineage from ingestion to BI**.
- **Data quality dashboard** - Single interface for all your data monitoring and test results.
- **Models performance** - Monitor models and jobs run results and performance over time.
- **Configuration-as-code** - Elementary configuration is managed in your dbt code.
- **Alerts** - Actionable alerts including custom channels and tagging of owners.
- **Data catalog** - Explore your datasets information - descriptions, columns, datasets health, etc.
- **dbt artifacts uploader** - Save metadata and run results as part of your dbt runs.
- **AI-Powered Data Tests & Unstructured Data Validations** - Validate and monitor data using AI powered tests to validate both structured and unstructured data

## Support

For additional information and help:

- [Join thousands of users in the Slack community](https://www.elementary-data.com/community) \(Release announcements, community and AI support, discussions, etc.\)
- [Open a GitHub issue](https://github.com/elementary-data/elementary/issues) \(Bug reports, feature requests)
- Check out the [contributions guide](./CONTRIBUTING.md) and [open issues](https://github.com/elementary-data/elementary/issues).

##

**Elementary contributors: ✨**

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